Explainable AI for Android Malware Detection: Towards Understanding Why the Models Perform So Well?
☆15Aug 24, 2022Updated 4 years ago
Alternatives and similar repositories for XAIforAndroidMalware
Users that are interested in XAIforAndroidMalware are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- the instructions about request access to AdvDroidZero☆13Apr 10, 2024Updated 2 years ago
- Harmonious Unification of Cacophonous Anti-Virus Vendor Labels for Android Malware☆55Jul 4, 2019Updated 7 years ago
- A Comprehensive Study of Learning-based Android Malware Detectors under Challenging Environments☆13Apr 2, 2024Updated 2 years ago
- deep learning, malware detection, predictive uncertainty, dataset shift, calibration, uncertainty quantification, android malware☆17Nov 30, 2021Updated 4 years ago
- Official code for the paper entitled "Enhancing Android Malware Detection with Adversarial Purification against Evasion Attacks"☆32May 12, 2026Updated 5 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Papers, code and datasets about deep learning for Android malware defenses and malware detection☆151Nov 21, 2023Updated 2 years ago
- ☆16Sep 28, 2023Updated 3 years ago
- Structural Attack against Graph-based Android Malware Detection System☆21May 20, 2026Updated 5 months ago
- Android Malware Detection with Graph Convolutional Networks using Function Call Graph and its Derivatives.☆39Aug 2, 2021Updated 5 years ago
- adversarial malware detection via a principled way☆24Apr 27, 2023Updated 3 years ago
- 🤖Android malware detection using deep learning, contains android malware samples, papers, tools etc.🐛☆180Oct 12, 2020Updated 6 years ago
- Automated Information Retrieval From APKs For Initial Analysis☆33Oct 2, 2017Updated 9 years ago
- A novel and interpretable ML-based approach to classify malware with high accuracy and explain the classification result meanwhile.☆29Nov 23, 2022Updated 3 years ago
- ☆45Aug 6, 2021Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Drebin - NDSS 2014 Re-implementation☆108Dec 20, 2017Updated 8 years ago
- A Federated Learning based Android Malware Classification System☆28Feb 15, 2024Updated 2 years ago
- Reproduction package of the paper "DeepCVA: Automated Commit-level Vulnerability Assessment with Deep Multi-task Learning" in Automated S…☆21Feb 25, 2023Updated 3 years ago
- ☆11Jul 2, 2025Updated last year
- One script to create a permission-based dataset of android applications for your next ML Malware Detection gizmo.☆20Dec 1, 2022Updated 3 years ago
- Dataset MH-100K☆15Dec 2, 2025Updated 11 months ago
- Demonstration of the UPGMA hierarchal clustering algorithm in Pandas, Seaborn, and Scipy☆11Sep 29, 2019Updated 7 years ago
- ☆32Jul 22, 2022Updated 4 years ago
- MADAR is a continual learning framework for malware analysis designed to maintain performance across evolving threat distributions. Acce…☆12Jul 9, 2026Updated 3 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆10Jun 15, 2022Updated 4 years ago
- The X-CUBE-NFC4 software expansion for STM32Cube provides a complete middleware for STM32 to build applications using dynamic NFC/RFID ta…☆15Oct 22, 2026Updated last week
- Malware Detection with Convolutional Neural Network☆12Nov 15, 2021Updated 4 years ago
- HPetriSim has a graphical editor which provides basic editing and simulation of Petri Nets.☆13Apr 12, 2019Updated 7 years ago
- adversarial examples, adversarial malware examples, adversarial malware detection, adversarial deep ensemble, Android malware variants☆58Mar 24, 2023Updated 3 years ago
- A personal filterlist for blocking trackers/ads/malware/antiadblock/adware/data-mining and all other unacceptable/unwarranted network re…☆11Oct 4, 2022Updated 4 years ago
- 主题为”基于GAN的恶意软件对抗样本生成“。首先介绍了恶意软件发展现状，引出基于模式匹配、特征空间和问题空间三种方式去检测恶意软件。然后介绍了如何生成对抗样本攻击恶意软件检测器，详细介绍了基于GAN的恶意软件对抗样本的MalGAN框架，并对实验结果进行了对比。最后总结了结构…☆41Jul 25, 2021Updated 5 years ago
- HighRateMOS is the first non-intrusive MOS prediction model that explicitly models sampling rates, achieving first place in five out of e…☆12Mar 14, 2026Updated 7 months ago
- Exercises for practicing MLSec for Systems Security☆11Sep 2, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ATM Configurator aka Tyupkin trojan☆12Mar 23, 2015Updated 11 years ago
- 使用卷积神经网络识别恶意软件，其特点是把文件的每个字节都当做输入☆16Oct 14, 2024Updated 2 years ago
- simple PCM coding implementation in MATLAB☆11Dec 28, 2015Updated 10 years ago
- Code from the paper: Neurlux: Dynamic Malware Analysis Without Feature Engineering☆13Dec 27, 2020Updated 5 years ago
- Transfer Learning for Image-Based Malware Classification☆47Mar 1, 2022Updated 4 years ago
- RuneScape Development Kit☆20Jun 18, 2011Updated 15 years ago
- PUPLOOS计算机操作系统，用于操作系统入门教学☆10Apr 19, 2021Updated 5 years ago